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Posts
Basic knowledge of machine learning (2)
Published:
有关神经网络以及训练过程的基础知识。Basic concepts of neural network , and focus more on how the training process. ======
neural network
intro
although we get inspiration from neural network in biology , besides this , we can still have some insights. \(neural \;network:\;s=W_2 max(0,W_1x)\) \(linear \;classification:\;s=Wx\)
one neuron
the neuron get some input ,then through a activation function , output 
Basic knowledge of machine learning (1)
Published:
此chap有关基础的ml知识和概念，包括naive knn,linear layer(loss function,regularization, optimization and backpropagation),同时也介绍了部分激活函数。 基于CS231n(Stanford computer vision)课程，整理笔记。 ======
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.